The University of Sheffield
Browse
DPM_FD_ORDA.tar.gz (15.42 kB)

Autonomous Flame Detection in Videos With a Dirichlet Process Gaussian Mixture Color Model

Download (15.42 kB)
dataset
posted on 2019-03-11, 12:44 authored by Zhenglin Li, Lyudmila MihaylovaLyudmila Mihaylova, Olga IsupovaOlga Isupova
Codes for the paper of 'Autonomous Flame Detection in Videos With a Dirichlet Process Gaussian Mixture Color Model' published in IEEE Transactions on Industrial Informatics.

The codes train a flame colour model based on DPGMM and employ it together with optical flow, sainlency analysis to detect flames in videos.

Funding

China Scholarship Council

EUROPEAN COMMISSION - FP6/FP7 TRAX - 607400

History

Ethics

  • There is no personal data or any that requires ethical approval

Policy

  • The data complies with the institution and funders' policies on access and sharing

Sharing and access restrictions

  • The data can be shared openly

Data description

  • The file formats are open or commonly used

Methodology, headings and units

  • There is a readme.txt file describing the methodology, headings and units

Usage metrics

    Department of Automatic Control and Systems Engineering

    Categories

    Keywords

    Dirichlet process priorsGaussian Mixture Modelsfire detectionsControl Systems, Robotics and AutomationComputer Engineering

    Licence

    MIT

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC